Work Flow :

|=> Data Loading
    - Read Data
    - Data Insights
|=> Data Visalisation
    - Univariate Analysis
    - Bi-Variate Analysis
|=> Model Comparison
    - Linear Regression
    - GradientBoostingRegressor
    - Decision Tree Regression
    - Random Forest Regression
    - XGB Regression
|=> Metrics

Data Loading and Insights

Exploratory Data Analysis

Missing values analysis

Numeric data analysis

Categorical Data Analysis

Location Visualisation

Data PreProcessing

Model Comparison

1. LinearRegression
2. GradientBoostingRegressor
3. DecisionTreeRegressor
4. RandomForestRegressor
5. XGB Regression

Linear Regression

GradientBoostingRegressor

Decision Tree Classifier

RandomForestRegressor

XGBRegressor

Model Comparison